👉 In computational complexity theory, an "epoch" is a data structure that represents a time interval in a machine learning model. An epoch is used to track how long it takes for a model's predictions to change from one epoch to another. This concept is important in understanding the trade-off between prediction speed and precision. An epoch can be defined as the time taken by a model to make its predictions on new data points, or equivalently, the number of epochs required to reach a certain accuracy threshold.
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What is the definition of Epochal? 🙋
👉 In computer science, an epochal element in a sequence or time series is a value that occurs at a specific point in time. The term "epochal" refers to its unique position within the sequence and is often used as a descriptor of the timing characteristics of a particular event or phenomenon. For example, consider a sequence of numbers: 5, 10, 20, 30, 40, 50. At each point in time (such as
